{"id":"W2386935424","doi":"","title":"Optimium Disposition of Air Spring Pedestal of Bus Side Tank Door","year":2002,"lang":"en","type":"article","venue":"Journal of Hunan University","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Pedestal; Spring (device); Installation; Engineering; Doors; Structural engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005104041,0.00004207066,0.0001024992,0.0001148131,0.00002754817,0.000001873409,0.00008281823,0.00002942595,0.00003298417],"category_scores_gemma":[0.000006049316,0.00004639834,0.00007082382,0.0001002537,0.00001962083,0.0001208725,0.00001066826,0.00007652127,0.000001766183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005097252,"about_ca_system_score_gemma":0.000006968348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001372105,"about_ca_topic_score_gemma":0.000004387156,"domain_scores_codex":[0.9996572,0.000007934213,0.0001510326,0.00003307665,0.00009637177,0.00005436401],"domain_scores_gemma":[0.9996505,0.00002214298,0.0001079818,0.00007241362,0.00010535,0.00004156407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002797325,0.00007333775,0.001453135,0.00003466352,0.0000480729,0.00001018948,0.0004919425,0.9692153,0.02622561,0.0008451111,0.0002050569,0.001369543],"study_design_scores_gemma":[0.002421979,0.000245554,0.06231057,0.000223354,0.0002498686,0.00005817297,0.001531926,0.8934293,0.03384266,0.0001423011,0.005220805,0.0003235376],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571629,0.00005272612,0.03951607,0.00005170582,0.00005479628,0.00002793887,0.000005262521,0.00001468564,0.003113929],"genre_scores_gemma":[0.9965361,0.00006209224,0.00329394,0.000003392305,0.00002370831,1.705778e-8,4.498337e-7,0.000004529808,0.00007574461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07578609,"threshold_uncertainty_score":0.1892069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106483775861618,"score_gpt":0.1841245530167917,"score_spread":0.1730597152581755,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}